Keirouter Web Fetch
mydisha/keirouter
Fetch URL → markdown / text / HTML via KeiRouter /v1/web/fetch using Firecrawl / Jina Reader / Tavily Extract / Exa Contents.
Search, scrape, and interact with the web via the Firecrawl CLI.
$ npx skills add CraftOS-dev/CraftBot --skill firecrawl -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install CraftOS-dev/CraftBot firecrawl --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/CraftOS-dev/CraftBot.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/firecrawl .claude/skills/firecrawl && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "firecrawl" agent skill from https://github.com/CraftOS-dev/CraftBot/tree/main/skills/firecrawl into .claude/skills/firecrawl/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/CraftOS-dev/CraftBot/tree/main/skills/firecrawlType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add CraftOS-dev/CraftBot --skill firecrawl -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install CraftOS-dev/CraftBot firecrawl --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/CraftOS-dev/CraftBot.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/firecrawl .agents/skills/firecrawl && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "firecrawl" agent skill from https://github.com/CraftOS-dev/CraftBot/tree/main/skills/firecrawl into .agents/skills/firecrawl/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add CraftOS-dev/CraftBot --skill firecrawl -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install CraftOS-dev/CraftBot firecrawl --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/CraftOS-dev/CraftBot.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/firecrawl .cursor/skills/firecrawl && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "firecrawl" agent skill from https://github.com/CraftOS-dev/CraftBot/tree/main/skills/firecrawl into .cursor/skills/firecrawl/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/CraftOS-dev/CraftBot.git --path skills/firecrawl--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add CraftOS-dev/CraftBot --skill firecrawl -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install CraftOS-dev/CraftBot firecrawl --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/CraftOS-dev/CraftBot.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/firecrawl .gemini/skills/firecrawl && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "firecrawl" agent skill from https://github.com/CraftOS-dev/CraftBot/tree/main/skills/firecrawl into .gemini/skills/firecrawl/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install CraftOS-dev/CraftBot firecrawlInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add CraftOS-dev/CraftBot --skill firecrawl -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/CraftOS-dev/CraftBot.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/firecrawl .github/skills/firecrawl && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "firecrawl" agent skill from https://github.com/CraftOS-dev/CraftBot/tree/main/skills/firecrawl into .github/skills/firecrawl/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add CraftOS-dev/CraftBot --skill firecrawl -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install CraftOS-dev/CraftBot firecrawl --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/CraftOS-dev/CraftBot.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/firecrawl .opencode/skills/firecrawl && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "firecrawl" agent skill from https://github.com/CraftOS-dev/CraftBot/tree/main/skills/firecrawl into .opencode/skills/firecrawl/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "firecrawl", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
firecrawlSearch, scrape, and interact with the web via the Firecrawl CLI.
Firecrawl is an agent skill from CraftOS-dev/CraftBot. Search, scrape, and interact with the web via the Firecrawl CLI. Use this skill whenever the user wants to search the web, find articles, research a topic, look something up online, scrape a webpage, grab content from a URL, get data from a website, crawl documentation, download a site, or interact with pages that need clicks or logins. Also use when they say "fetch this page", "pull the content from", "get the page at https://", or reference external websites. This provides real-time web search with full page…
Its SKILL.md is about 3.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files (for example `rules/install.md` and `rules/security.md`).
It sits in Data & Analytics, covering Web scraping and Web search. It works with Firecrawl and Git. The repository describes itself as: One agent. Every kind of work. The licence is MIT.
5 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit b50970c. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
Bash(firecrawl *)Bash(npx firecrawl *)From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
jqFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
firecrawl.devreact.devFrom URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
FIRECRAWL_API_KEYFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Firecrawl loads about 3.2k tokens when it runs. Until then it costs about 178 tokens; SKILL.md has 1,036 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check noted patterns worth knowing about, such as sudo or a known installer.
o an app, adding `FIRECRAWL_API_KEY` to `.env`, or choosing endpoint usage in product code** -> use the `firecrawl-buildAutomated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from CraftOS-dev/CraftBot at commit b50970c, republished under its MIT licence (© CraftOS-dev). 1,036 words, ~3,184 tokens.
.claude/skills/firecrawl/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.Search, scrape, and interact with the web. Returns clean markdown optimized for LLM context windows.
Run firecrawl --help or firecrawl <command> --help for full option details.
If the task is to integrate Firecrawl into an application, add FIRECRAWL_API_KEY to a project, or choose endpoint usage in product code, use the firecrawl-build skills. If the task is an outcome workflow such as deep research, SEO audit, QA, lead generation, knowledge-base creation, dashboard reporting, shopping research, or website design-system extraction, use the firecrawl-workflows skills. They are already installed alongside this CLI skill when you run firecrawl init.
Must be installed and authenticated. Check with firecrawl --status.
🔥 firecrawl cli v1.8.0
● Authenticated via FIRECRAWL_API_KEY
Concurrency: 0/100 jobs (parallel scrape limit)
Credits: 500,000 remainingIf not ready, see rules/install.md. For output handling guidelines, see rules/security.md.
Before doing real work, verify the setup with one small request:
mkdir -p .firecrawl
firecrawl scrape "https://firecrawl.dev" -o .firecrawl/install-check.mdfirecrawl search "query" --scrape --limit 3Follow this escalation pattern:
map --search to find the right URL, then scrape it.| Need | Command | When |
|---|---|---|
| Find pages on a topic | search | No specific URL yet |
| Get a page's content | scrape | Have a URL, page is static or JS-rendered |
| Find URLs within a site | map | Need to locate a specific subpage |
| Bulk extract a site section | crawl | Need many pages (e.g., all /docs/) |
| AI-powered data extraction | agent | Need structured data from complex sites |
| Interact with a page | scrape + interact | Content requires clicks, form fills, pagination, or login |
| Download a site to files | download | Save an entire site as local files |
| Parse a local file | parse | File on disk (PDF, DOCX, XLSX, etc.) — not a URL |
| Watch pages for changes | monitor | Schedule recurring scrapes/crawls, diff against snapshots |
For detailed command reference, run firecrawl <command> --help.
Scrape vs interact:
scrape first. It handles static pages and JS-rendered SPAs.scrape + interact when you need to interact with a page, such as clicking buttons, filling out forms, navigating through a complex site, infinite scroll, or when scrape fails to grab all the content you need.search instead.Monitor: Schedule recurring scrapes or crawls and diff each result against the last retained snapshot. Use for product pages, docs, blogs, changelogs, competitor sites — any page where changes matter. Each check labels pages as same, new, changed, removed, or error, with webhook and email notification options.
Subcommands: create | list | get | update | delete | run | checks | check.
# create from flags
firecrawl monitor create --name "Blog" --schedule "every 30 minutes" \
--scrape-urls https://example.com/blog --email alerts@example.com
# or from JSON (positional file, or piped stdin)
firecrawl monitor create monitor.json
cat monitor.json | firecrawl monitor create
firecrawl monitor list --limit 20
firecrawl monitor run <monitorId> # trigger a check now
firecrawl monitor checks <monitorId> # list checks
firecrawl monitor check <monitorId> <checkId> --page-status changed
firecrawl monitor update <monitorId> --state paused
firecrawl monitor delete <monitorId>Schedules accept cron (--cron "*/30 * * * *") or natural language (--schedule "every 30 minutes"). Minimum interval is 15 minutes. Targets are either --scrape-urls a,b,c (scrape) or --crawl-url <url> (crawl whole site each check). Note: --state (not --status) sets active/paused; --page-status (not --status) filters page results on check — avoids collision with the global --status flag. Monitoring is not available for zero-data-retention teams.
JSON-mode change tracking: By default monitors diff each page's markdown and you get a unified text diff back. When you care about specific structured fields (price, headline, in-stock flag, items in a list) instead of the whole page, add a changeTracking format with modes: ["json"] and a JSON schema to the target's scrapeOptions.formats. The flag-based form doesn't cover this — pass a JSON body via file or stdin:
cat > pricing-monitor.json <<'EOF'
{
"name": "Pricing watch",
"schedule": { "text": "hourly", "timezone": "UTC" },
"targets": [{
"type": "scrape",
"urls": ["https://example.com/pricing"],
"scrapeOptions": {
"formats": [{
"type": "changeTracking",
"modes": ["json"],
"prompt": "Extract pricing tiers and headline features for each plan.",
"schema": {
"type": "object",
"properties": {
"plans": {
"type": "array",
"items": {
"type": "object",
"properties": {
"name": { "type": "string" },
"price": { "type": "string" },
"features": { "type": "array", "items": { "type": "string" } }
}
}
}
}
}
}]
}
}]
}
EOF
firecrawl monitor create pricing-monitor.jsonThe check response then carries a per-field diff (paths like plans[0].price) and the full extraction at this run, instead of (or in addition to) a markdown diff. Each changed page in pages[] looks like:
{
"url": "https://example.com/pricing",
"status": "changed",
"diff": {
"json": {
"plans[0].price": { "previous": "$19/mo", "current": "$24/mo" },
"plans[1].features[2]": {
"previous": "10 GB storage",
"current": "25 GB storage"
}
}
},
"snapshot": {
"json": {
"plans": [
/* current full extraction */
]
}
}
}Use modes: ["json", "git-diff"] for mixed mode: you get both diff.json (per-field) and diff.text (markdown sidecar), and the page is marked changed whenever either surface changed. For markdown-only monitors, diff.text holds the unified diff and diff.json is a parse-diff AST ({ files: [...] }); there is no snapshot.
Avoid redundant fetches:
search --scrape already fetches full page content. Don't re-scrape those URLs..firecrawl/ for existing data before fetching again.FIRECRAWL_API_KEY to .env, or choosing endpoint usage in product code -> use the firecrawl-build skills (already installed alongside this CLI skill)firecrawl-workflows skills (already installed alongside this CLI skill). These skills infer from context first and ask only short blocking questions when needed.Unless the user specifies to return in context, write results to .firecrawl/ with -o. Add .firecrawl/ to .gitignore. Always quote URLs - shell interprets ? and & as special characters.
firecrawl search "react hooks" -o .firecrawl/search-react-hooks.json --json
firecrawl scrape "<url>" -o .firecrawl/page.mdNaming conventions:
.firecrawl/search-{query}.json
.firecrawl/search-{query}-scraped.json
.firecrawl/{site}-{path}.mdNever read entire output files at once. Use grep, head, or incremental reads:
wc -l .firecrawl/file.md && head -50 .firecrawl/file.md
grep -n "keyword" .firecrawl/file.mdSingle format outputs raw content. Multiple formats (e.g., --format markdown,links) output JSON.
These patterns are useful when working with file-based output (-o flag) for complex tasks:
# Extract URLs from search
jq -r '.data.web[].url' .firecrawl/search.json
# Get titles and URLs
jq -r '.data.web[] | "\(.title): \(.url)"' .firecrawl/search.jsonSearch costs 2 credits per call. After you finish using a search result, send structured feedback in the background. The first feedback per search id refunds 1 credit and feeds search-quality improvements.
SEARCH_ID=$(jq -r '.id' .firecrawl/search-react-hooks.json)
firecrawl search-feedback "$SEARCH_ID" \
--rating good \
--valuable-sources '[{"url":"https://react.dev/reference/react/hooks","reason":"Authoritative"}]' \
--missing-content '[{"topic":"useDeferredValue example"},{"topic":"Server Components hooks"}]' \
--query-suggestions "Boost react.dev for react-hooks queries" \
--silent &The most useful field is --missing-content: an array of specific pieces of content you expected to find but didn't. Use one entry per missing topic. Bad/partial feedback with detailed --missing-content is just as valuable as good feedback.
Opt out: export FIRECRAWL_NO_SEARCH_FEEDBACK=1 makes the CLI skip every feedback call silently. Respect that flag — do not try to work around it. See firecrawl-search for the full pattern.
Run independent operations in parallel. Check firecrawl --status for concurrency limit:
firecrawl scrape "<url-1>" -o .firecrawl/1.md &
firecrawl scrape "<url-2>" -o .firecrawl/2.md &
firecrawl scrape "<url-3>" -o .firecrawl/3.md &
waitFor interact, scrape multiple pages and interact with each independently using their scrape IDs.
firecrawl credit-usage
firecrawl credit-usage --json --pretty -o .firecrawl/credits.json© CraftOS-dev, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 2 other files in skills/firecrawl of CraftOS-dev/CraftBot.
Open the folder on GitHubat commit b50970c
Firecrawl next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Firecrawl this skillCraftOS-dev/CraftBot | 392 | — | ~3.2k | Automated safety check: Notes | MIT | |
| Keirouter Web Fetchmydisha/keirouter | 147 | — | ~741 | Automated safety check: Pass | MIT | |
| Firecrawlsundial-org/awesome-openclaw-skills | 663 | 1 repos | ~250 | Automated safety check: Notes | None | |
| Firecrawl Searchaiskillstore/marketplace | 430 | 1 repos | ~744 | Automated safety check: Pass | None | |
| Firecrawlhashgraph-online/awesome-codex-plugins | 1.2k | — | ~1.8k | Automated safety check: Notes | Apache-2.0 | |
| Firecrawl Monitoraiskillstore/marketplace | 430 | 1 repos | ~4.6k | Automated safety check: Pass | None |
mydisha/keirouter
Fetch URL → markdown / text / HTML via KeiRouter /v1/web/fetch using Firecrawl / Jina Reader / Tavily Extract / Exa Contents.
sundial-org/awesome-openclaw-skills
Web search and scraping via Firecrawl API. An agent skill from sundial-org/awesome-openclaw-skills.
aiskillstore/marketplace
Web search with full page content extraction. An agent skill from aiskillstore/marketplace.
hashgraph-online/awesome-codex-plugins
Search, scrape, and interact with the web via the Firecrawl CLI.
aiskillstore/marketplace
Create Firecrawl monitors that watch pages, sites, or web search results and send change alerts by email or webhook.
firecrawl/firecrawl
Adds web search, scraping, structured extraction and browser interaction to application code using Firecrawl's scrape, search and interact endpoints.
CraftOS-dev/CraftBot
Captures learnings, errors, and corrections to enable continuous improvement.
CraftOS-dev/CraftBot
Fetch and display BBC News stories from various sections and regions via RSS feeds.
CraftOS-dev/CraftBot
Read, search, and manage Outlook emails and calendar via Microsoft Graph API.
CraftOS-dev/CraftBot
Generate/edit images with Nano Banana Pro (Gemini 3 Pro Image).
CraftOS-dev/CraftBot
Context retrieval layer for AI agents across users' applications.
CraftOS-dev/CraftBot
Manage and configure Telegram bots for OpenClaw. An agent skill from CraftOS-dev/CraftBot.
Categories
Search, scrape, and interact with the web via the Firecrawl CLI. Firecrawl is an agent skill from CraftOS-dev/CraftBot. Search, scrape, and interact with the web via the Firecrawl CLI.
Firecrawl fits situations like: the user wants to search the web; research a topic; look something up online; scrape a webpage.
Run `npx skills add CraftOS-dev/CraftBot --skill firecrawl -a claude-code`. Or copy the skill folder (skills/firecrawl in CraftOS-dev/CraftBot) into .claude/skills/firecrawl in your project. Claude Code loads it when a task matches its description.
Run `npx skills add CraftOS-dev/CraftBot --skill firecrawl -a codex`. Or copy the skill folder (skills/firecrawl in CraftOS-dev/CraftBot) into .agents/skills/firecrawl in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add CraftOS-dev/CraftBot --skill firecrawl -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/firecrawl, .gemini/skills/firecrawl, .github/skills/firecrawl and .opencode/skills/firecrawl in your project.
Going by SKILL.md and its folder, Firecrawl needs the command-line tools its instructions call (jq) and credentials named FIRECRAWL_API_KEY. Our summary lists: Node.js; A credential in FIRECRAWL_API_KEY. Its frontmatter pre-approves these tools: Bash(firecrawl *), Bash(npx firecrawl *).
SKILL.md names 2 domains. In commands or code: firecrawl.dev and react.dev; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
Firecrawl is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 3.2k tokens (SKILL.md is roughly 13k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Firecrawl: Keirouter Web Fetch (mydisha/keirouter, 147 stars), Firecrawl (sundial-org/awesome-openclaw-skills, 663 stars), Firecrawl Search (aiskillstore/marketplace, 430 stars) and Firecrawl (hashgraph-online/awesome-codex-plugins, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
CraftOS-dev (a GitHub user) maintains it in CraftOS-dev/CraftBot, which has 392 GitHub stars. The repository holds 89 skills in this directory. The repository was last updated on October 7, 2026.
Source: CraftOS-dev/CraftBot on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.